A globally convergent derivative-free method for solving large-scale nonlinear monotone equations |
| |
Authors: | Qin-Rong Yan Dong-Hui Li |
| |
Affiliation: | a Department of Science, Hubei Automotive Industries Institute, Shiyan, Hubei, 442002, China b South China Normal University, Guangzhou, 510631, China |
| |
Abstract: | In this paper, we propose two derivative-free iterative methods for solving nonlinear monotone equations, which combines two modified HS methods with the projection method in Solodov and Svaiter (1998) [5]. The proposed methods can be applied to solve nonsmooth equations. They are suitable to large-scale equations due to their lower storage requirement. Under mild conditions, we show that the proposed methods are globally convergent. The reported numerical results show that the methods are efficient. |
| |
Keywords: | 65H10 90C25 |
本文献已被 ScienceDirect 等数据库收录! |
|